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Automation Risk Analysis

Will “Field Service Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #98 of 702. Estimated risk: 2.5%

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AI Exposure Risk

59%

“Field Service Engineer” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 59% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

37%

“Field Service Engineer” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 37% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Electronics Engineers, Except Computer, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Research, design, develop, or test electronic components and systems for commercial, industrial, military, or scientific use employing knowledge of electronic theory and materials properties. Design electronic circuits and components for use in fields such as telecommunications, aerospace guidance and propulsion control, acoustics, or instruments and controls.

Avg. Annual Salary $132,500
Avg. Hourly Wage $63.70
Available Jobs (US) 93,940
Job Title & Hierarchy Code (SOC) Electronics Engineers, Except Computer #17-2072
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Electronics Engineers, Except Computer”

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Core Skills & Abilities

  • Operate computer-assisted engineering or design software or equipment to perform electronics engineering tasks.

  • Inspect electronic equipment, instruments, products, or systems to ensure conformance to specifications, safety standards, or applicable codes or regulations.

  • Research or develop new green electronics technologies, such as lighting, optical data storage devices, or energy efficient televisions.

  • Prepare, review, or maintain maintenance schedules, design documentation, or operational reports or charts.

  • Prepare engineering sketches or specifications for construction, relocation, or installation of equipment, facilities, products, or systems.

  • Determine project material or equipment needs.

  • Represent employer at conferences, meetings, boards, panels, committees, or working groups to present, explain, or defend findings or recommendations, negotiate compromises or agreements, or exchange information.

  • Develop or perform operational, maintenance, or testing procedures for electronic products, components, equipment, or systems.

  • Plan or develop applications or modifications for electronic properties used in components, products, or systems to improve technical performance.

  • Prepare necessary criteria, procedures, reports, or plans for successful conduct of the project with consideration given to site preparation, facility validation, installation, quality assurance, or testing.

  • Recommend repair or design modifications of electronics components or systems, based on factors such as environment, service, cost, or system capabilities.

  • Investigate green consumer electronics applications for consumer electronic devices, power saving devices for computers or televisions, or energy efficient power chargers.

  • Analyze electronics system requirements, capacity, cost, or customer needs to determine project feasibility.

  • Provide technical support or instruction to staff or customers regarding electronics equipment standards.

  • Evaluate project work to ensure effectiveness, technical adequacy, or compatibility in the resolution of complex electronics engineering problems.

  • Design electronic components, software, products, or systems for commercial, industrial, medical, military, or scientific applications.

  • Prepare documentation containing information such as confidential descriptions or specifications of proprietary hardware or software, product development or introduction schedules, product costs, or information about product performance weaknesses.

  • Confer with engineers, customers, vendors, or others to discuss existing or potential electronics engineering projects or products.

  • Direct or coordinate activities concerned with manufacture, construction, installation, maintenance, operation, or modification of electronic equipment, products, or systems.

  • Prepare budget or cost estimates for equipment, construction, or installation projects or control expenditures.

Technologies & Software

  • National Instruments LabVIEW
  • Hewlett-Packard HP OpenVMS
  • Three-dimensional 3D computer aided design CAD software
  • Trimble SketchUp Pro
  • Microsoft Office software
  • IBM Lotus Notes
  • OrCAD Capture
  • Structured query language SQL
  • Dassault Systemes SolidWorks
  • Mistral (Mistral AI)
  • Real time operating system RTOS software
  • Oracle Java
  • Grok (xAI)
  • Llama (Meta)
  • McCabe Software TRUEchange
  • Autodesk AutoCAD
  • Magellan Firmware
  • The MathWorks MATLAB
  • Microsoft Visual C# .NET
  • ESRI ArcGIS software
  • Field programmable gate array FPGA design software
  • Supervisory control and data acquisition SCADA software
  • Gemini Code Assist
  • Embarcadero Delphi
  • Visual Numerics PV-WAVE
  • DeepSeek
  • AutoCAD AI
  • Very high-speed integrated circuit VHSIC hardware description language VHDL
  • Two-dimensional 2D computer aided design CAD software
  • Apache Subversion SVN
  • Ansoft Simplorer
  • ANSYS AI Simulation
  • Qwen (Alibaba)
  • Microsoft Visual Basic.NET
  • Very high speed integrated circuit VHSIC hardware description language VHDL simulation software
  • Formula translation/translator FORTRAN
  • Rabbit Semiconductor Dynamic C
  • Mentor Graphics PADS
  • C
  • Extensible markup language XML
  • MathWorks Simulink
  • Linux
  • Dassault Systemes CATIA
  • Microsoft PowerPoint
  • C++
  • GitHub Copilot
  • Nova (Amazon)
  • Claude (Anthropic)
  • Kimi (Moonshot AI)
  • Xilinx Integrated Software Environment ISE
  • Synopsys Saber
  • ChatGPT (OpenAI)
  • Microsoft Excel
  • Autodesk AI
  • Mathsoft Mathcad
  • Canu
  • Web browser software
  • SystemVerilog
  • Perplexity AI
  • Gemini (Google)
  • Oracle Database
  • Agile Product Lifecyle Management PLM
  • Microsoft Word
  • UNIX
  • Cadence PSpice
  • Graphics software
  • Verilog
  • Python
  • Wattmeters
  • Desktop computers
  • Programmable logic controllers PLC
  • Oscilloscopes
  • Logic analyzers
  • Multimeters
  • High-power pulsed lasers
  • Electronics probes
  • Inductance capacitance resistance LCR meters
  • Photometer
  • Wave meters
  • Electronics counters
  • Function generators
  • Communication bus analyzers
  • Personal computers
  • Microprocessors